research | PR-VSL

Here are some topics that we are working on

Cognitive load, concentration recognition with image and/or biological signals (EEG, ECG, EMG, …).
Graph-based contextual emotion recognition: video-based (spatial context, temporal context).
Wearable-device based complex emotion recognition: biological signals (EEG, ECG, EMG, …).

Representative publications:

Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "Prediction of Evoked Expression from Videos with Temporal Position Fusion," Pattern Recognition Letters, Vol. 172, pp. 245-251, August 2023. (2023 IF: 5.1)
Huynh Van Thong, Hyung-Jeong Yang, Guee-Sang Lee, Soo Hyung Kim, “End-to-End Learning for Multimodal Emotion Recognition in Video with Adaptive Loss,” IEEE MultiMedia, Vol. 28, No. 2, pp. 59-66, April-June 2021. (2021 IF: 5.633, JCR10%)

Achievements in the past few years:

Winner of the Evoked Expressions from Videos (EEV) Challenge - Affective Understanding in Video Workshop @ CVPR 2021.

Team SML: Van-Thong Huynh, Soo-Hyung Kim, Guee-Sang Lee, Hyung-Jeong Yang.
Winner of the EMOPAIN-2020 Pain Intensity Estimation from Facial Expresions Sub-Challenge - IEEE 2020 Face & Gesture Conference.

Team members: Van-Thong Huynh, Soo-Hyung Kim, Guee-Sang Lee, Hyung-Jeong Yang.
Winner of the Engagement prediction in the Wild - Seventh Emotion Recognition in the Wild Challenge (EmotiW) - 21st ACM International Conference on Multimodal Interaction 2019.

Team SML: Van-Thong Huynh, Soo-Hyung Kim, Guee-Sang Lee, Hyung-Jeong Yang.

Here are some topics that we are working on

Here are some topics that we are working on

Battery industry: battery life cycle prediction, battery cell defects detection.
Energies industry:energy demand forecasting, …
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